{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### 计算复杂介质中的走时场 及 射线追踪"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pyfmm\n",
    "import numpy as np\n",
    "import matplotlib.pyplot as plt"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# Uncomment and Run following to remove WARNING.\n",
    "# \n",
    "# import logging\n",
    "# pyfmm.myLogger.setLevel(logging.ERROR)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "def gaussian_kernel(x, y, sigma=1.0):\n",
    "    K = np.exp(-np.sqrt(x*x + y*y) / (2 * sigma ** 2))\n",
    "    return K"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "xarr = np.arange(0, 100, 0.08)\n",
    "yarr = np.arange(0, 50, 0.05)\n",
    "zarr = np.array([0.0])  # 二维情况\n",
    "\n",
    "# 慢度场\n",
    "slw  = np.ones((len(xarr), len(yarr), len(zarr)), dtype='f')\n",
    "\n",
    "XX, YY = np.meshgrid(xarr, yarr, indexing='ij')\n",
    "\n",
    "# 随意添加一些异常\n",
    "slw += 3*gaussian_kernel(XX-20, YY-30, 3)[:,:,None]\n",
    "slw += 2*gaussian_kernel(XX-60, YY-10, 4)[:,:,None]\n",
    "slw -= gaussian_kernel(XX-30, YY-20, 5)[:,:,None]\n",
    "slw -= gaussian_kernel(XX-80, YY-40, 4)[:,:,None]\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.colorbar.Colorbar at 0x7f6d25387bb0>"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 慢度分布\n",
    "fig, ax = plt.subplots(1, 1)\n",
    "pcm = ax.pcolormesh(xarr, yarr, slw[...,0].T)\n",
    "ax.set_aspect('equal')\n",
    "fig.colorbar(pcm, shrink=0.5)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "srcloc = [10, 20, 0.0]\n",
    "\n",
    "# FMM解\n",
    "TT = pyfmm.travel_time_source(\n",
    "    srcloc,\n",
    "    xarr, yarr, zarr, slw)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "traveltime=119.926\n"
     ]
    }
   ],
   "source": [
    "# 射线追踪\n",
    "rcvloc = [90, 40, 0.0]\n",
    "\n",
    "travt, rays = pyfmm.raytracing(\n",
    "    TT, srcloc, rcvloc, xarr, yarr, zarr, 0.1)\n",
    "print(f\"traveltime={travt:.3f}\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(1, 1)\n",
    "cs = ax.contour(xarr, yarr, TT[:, :, 0].T, levels=30, linewidths=0.5)\n",
    "ax.clabel(cs)\n",
    "ax.plot(rays[:,0], rays[:,1], c='r', lw=0.8)\n",
    "\n",
    "ax.set_aspect('equal')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "traveltime=119.944\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Fast Sweeping\n",
    "\n",
    "FSMTT = pyfmm.travel_time_source(\n",
    "    srcloc,\n",
    "    xarr, yarr, zarr, slw, useFSM=True, FSMparallel=True)\n",
    "\n",
    "travt, rays = pyfmm.raytracing(\n",
    "    FSMTT, srcloc, rcvloc, xarr, yarr, zarr, 0.1)\n",
    "print(f\"traveltime={travt:.3f}\")\n",
    "\n",
    "fig, ax = plt.subplots(1, 1)\n",
    "cs = ax.contour(xarr, yarr, FSMTT[:, :, 0].T, levels=30, linewidths=0.5)\n",
    "ax.clabel(cs)\n",
    "ax.plot(rays[:,0], rays[:,1], c='r', lw=0.8)\n",
    "\n",
    "ax.set_aspect('equal')"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "py310",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.14"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
